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Yancheng Long

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Sprout: Building Dynamic Memory While Reasoning for Agentic Video Understanding

Wei Chen, Xuanyu Zheng, Yancheng Long وآخرون · 2026

Long video understanding relies on video memory to overcome the context limits of multimodal large language models. Existing methods follow a build-then-reasoning pipeline: memory is built offline for the entire video, then reasoned over as a static source. In practice a long video is shared by several questions, and t …

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